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Foundation model for screening severe mitral regurgitation and severe aortic stenosis from coronary angiograms.

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Title: Foundation model for screening severe mitral regurgitation and severe aortic stenosis from coronary angiograms.
Authors: Zhang Y; Senior Department of Cardiology, Chinese PLA General Hospital, Beijing, 100048, China., Shao Z; Beijing Key Laboratory of Molecular Imaging Technology Research and Translation, Institute of Automation, Chinese Academy of Sciences, Beijing, 100190, China.; School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, 100190, China., Wei Z; Beijing Key Laboratory of Molecular Imaging Technology Research and Translation, Institute of Automation, Chinese Academy of Sciences, Beijing, 100190, China.; Department of Biomedical Engineering, Hong Kong Polytechnic University, Hong Kong, 999077, China., Liu C; Senior Department of Cardiology, Chinese PLA General Hospital, Beijing, 100048, China., Sun Z; School of Medicine, Nankai University, Tianjin, 300071, China., Liu L; Medical School of Chinese PLA, Chinese PLA General Hospital, Beijing, 100853, China., Xin R; School of Medicine, Nankai University, Tianjin, 300071, China., Ge Y; Bo Ai Hospital of Huanghua City, Cangzhou, 061100, Hebei, China., Wang C; Qingyun County People's Hospital, Dezhou, 253700, Shandong, China., Ding G; Qixia People's Hospital of Yantai City, Yantai, 265300, Shandong, China., Gao L; Senior Department of Cardiology, Chinese PLA General Hospital, Beijing, 100048, China., Zhang L; Senior Department of Cardiology, Chinese PLA General Hospital, Beijing, 100048, China., Hui H; Beijing Key Laboratory of Molecular Imaging Technology Research and Translation, Institute of Automation, Chinese Academy of Sciences, Beijing, 100190, China. hui.hui@ia.ac.cn.; School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, 100190, China. hui.hui@ia.ac.cn., Tian J; School of Engineering Medicine and School of Biological Science and Medical Engineering, Beihang University, Beijing, 100191, China. tian@ieee.org., Chen Y; Senior Department of Cardiology, Chinese PLA General Hospital, Beijing, 100048, China. cyundai@vip.163.com.
Source: Visual computing for industry, biomedicine, and art [Vis Comput Ind Biomed Art] 2026 Jun 17; Vol. 9 (1). Date of Electronic Publication: 2026 Jun 17.
Publication Type: Journal Article
Journal Info: Publisher: Springer Open Country of Publication: Germany NLM ID: 101759975 Publication Model: Electronic Cited Medium: Internet ISSN: 2524-4442 (Electronic) Linking ISSN: 25244442 NLM ISO Abbreviation: Vis Comput Ind Biomed Art Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: Foundation model for screening severe mitral regurgitation and severe aortic stenosis from coronary angiograms.
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  Data: <searchLink fieldCode="AU" term="%22Zhang+Y%22">Zhang Y</searchLink>; Senior Department of Cardiology, Chinese PLA General Hospital, Beijing, 100048, China.<br /><searchLink fieldCode="AU" term="%22Shao+Z%22">Shao Z</searchLink>; Beijing Key Laboratory of Molecular Imaging Technology Research and Translation, Institute of Automation, Chinese Academy of Sciences, Beijing, 100190, China.; School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, 100190, China.<br /><searchLink fieldCode="AU" term="%22Wei+Z%22">Wei Z</searchLink>; Beijing Key Laboratory of Molecular Imaging Technology Research and Translation, Institute of Automation, Chinese Academy of Sciences, Beijing, 100190, China.; Department of Biomedical Engineering, Hong Kong Polytechnic University, Hong Kong, 999077, China.<br /><searchLink fieldCode="AU" term="%22Liu+C%22">Liu C</searchLink>; Senior Department of Cardiology, Chinese PLA General Hospital, Beijing, 100048, China.<br /><searchLink fieldCode="AU" term="%22Sun+Z%22">Sun Z</searchLink>; School of Medicine, Nankai University, Tianjin, 300071, China.<br /><searchLink fieldCode="AU" term="%22Liu+L%22">Liu L</searchLink>; Medical School of Chinese PLA, Chinese PLA General Hospital, Beijing, 100853, China.<br /><searchLink fieldCode="AU" term="%22Xin+R%22">Xin R</searchLink>; School of Medicine, Nankai University, Tianjin, 300071, China.<br /><searchLink fieldCode="AU" term="%22Ge+Y%22">Ge Y</searchLink>; Bo Ai Hospital of Huanghua City, Cangzhou, 061100, Hebei, China.<br /><searchLink fieldCode="AU" term="%22Wang+C%22">Wang C</searchLink>; Qingyun County People's Hospital, Dezhou, 253700, Shandong, China.<br /><searchLink fieldCode="AU" term="%22Ding+G%22">Ding G</searchLink>; Qixia People's Hospital of Yantai City, Yantai, 265300, Shandong, China.<br /><searchLink fieldCode="AU" term="%22Gao+L%22">Gao L</searchLink>; Senior Department of Cardiology, Chinese PLA General Hospital, Beijing, 100048, China.<br /><searchLink fieldCode="AU" term="%22Zhang+L%22">Zhang L</searchLink>; Senior Department of Cardiology, Chinese PLA General Hospital, Beijing, 100048, China.<br /><searchLink fieldCode="AU" term="%22Hui+H%22">Hui H</searchLink>; Beijing Key Laboratory of Molecular Imaging Technology Research and Translation, Institute of Automation, Chinese Academy of Sciences, Beijing, 100190, China. hui.hui@ia.ac.cn.; School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, 100190, China. hui.hui@ia.ac.cn.<br /><searchLink fieldCode="AU" term="%22Tian+J%22">Tian J</searchLink>; School of Engineering Medicine and School of Biological Science and Medical Engineering, Beihang University, Beijing, 100191, China. tian@ieee.org.<br /><searchLink fieldCode="AU" term="%22Chen+Y%22">Chen Y</searchLink>; Senior Department of Cardiology, Chinese PLA General Hospital, Beijing, 100048, China. cyundai@vip.163.com.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Springer+Open%22">Springer Open </searchLink><i>Country of Publication: </i>Germany <i>NLM ID: </i>101759975 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2524-4442 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2225244442%22">25244442 </searchLink><i>NLM ISO Abbreviation: </i>Vis Comput Ind Biomed Art <i>Subsets: </i>PubMed not MEDLINE
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        Value: 10.1186/s42492-026-00221-5
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              Text: 2026 Jun 17
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